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  • Log Analyzer with MCP by awslabs

    Log Analyzer with MCPofficial

    awslabs
    A
    license
    -
    quality
    D
    maintenance
    A Model Context Protocol server that provides AI assistants access to AWS CloudWatch Logs, enabling browsing, searching, summarizing, and correlating logs across multiple AWS services.
    167
    Apache 2.0

  • GCP Billing and Monitoring MCP

    RadiumGu
    A
    license
    C
    quality
    D
    maintenance
    Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.
    40
    1
    Apache 2.0

  • PCAP-Analyzer MCP Server

    Amaze-with-AI
    A
    license
    -
    quality
    D
    maintenance
    Enables natural language analysis of network packet captures, including protocol detection, flow analysis, and security threat identification, integrated with AI assistants.
    3
    MIT

  • Akamai Traffic MCP

    gamittal-ak
    F
    license
    -
    quality
    D
    maintenance
    Exposes the Akamai Reporting API v2 to enable traffic analysis, cache offload measurement, and error rate monitoring via natural language. It provides advanced features for forecasting future traffic trends and exporting multi-sheet Excel reports.

  • agent-activity

    patrickdaj
    A
    license
    A
    quality
    B
    maintenance
    A read-only MCP server that exposes local coding-agent session logs as three tools for introspection of recent work, debugging tool failures, and tracking token usage and estimated cost without parsing log files.
    3
    MIT

  • MCP Observatory

    KryptosAI
    A
    license
    A
    quality
    A
    maintenance
    Finds problems in your MCP servers before your users do. Scans your Claude config, checks every server's capabilities, actually calls tools to make sure they work, and catches breaking changes between versions.
    13
    929
    176
    MIT

  • Beszel MCP Server

    Red5d
    A
    license
    A
    quality
    D
    maintenance
    Enables interaction with Beszel system monitoring tool to query system and container statistics, manage alerts, and monitor infrastructure through its PocketBase backend.
    6
    4
    MIT

  • Heimdall

    enmanuelmag
    A
    license
    A
    quality
    A
    maintenance
    Transparent MCP proxy with OpenTelemetry tracing. Wrap any MCP server, persist traces to SQLite · Postgres · MySQL. No code changes needed.
    2
    33
    11
    Apache 2.0

  • langfuse-mcp

    dominic-righthere
    A
    license
    B
    quality
    D
    maintenance
    MCP server for Langfuse that lets Claude Code create projects, manage API keys, and query traces without touching the web UI. Designed to work with a self-hosted Langfuse v3 stack running locally via Docker Compose.
    20
    MIT

  • SEQ MCP Server

    RoeeJ
    A
    license
    B
    quality
    D
    maintenance
    Enables LLMs to query and analyze logs from SEQ structured logging server with capabilities for searching events, retrieving event details, analyzing log patterns, and accessing saved searches.
    5
    MIT

  • Grafana MCP Server

    0xteamhq
    A
    license
    B
    quality
    B
    maintenance
    Enables AI assistants to interact with Grafana dashboards, datasources, alerts, incidents, and monitoring data through 43 comprehensive tools. Supports querying Prometheus metrics, Loki logs, managing incidents, and dashboard operations with full authentication support.
    43
    762
    3
    MIT

  • Sentry MCP Server

    zereight
    F
    license
    B
    quality
    D
    maintenance
    Enables interaction with Sentry's error tracking platform to fetch and manage issue details, events, and project information through the Sentry API.
    4
    100
    1

  • Datadog MCP Server

    tuno-dev
    A
    license
    C
    quality
    D
    maintenance
    Enables interaction with Datadog's monitoring platform to search logs, search trace spans, and perform trace span aggregation for analysis.
    3
    910
    MIT

  • Loki MCP Server

    ghrud92
    A
    license
    D
    quality
    F
    maintenance
    An MCP interface that allows AI assistants to query and analyze Grafana Loki logs using LogQL, with support for authentication and various output formats.
    3
    56
    5
    MIT
  • Sentio MCP Server by sentioxyz

    Sentio MCP Serverofficial

    sentioxyz
    A
    license
    -
    quality
    D
    maintenance
    This MCP server integrates with Sentio's API services to provide web, data, price, processor, and alerts tools, enabling users to manage and query Sentio resources through natural language.
    86
    1
    Apache 2.0